Sami
Kayyal.
I build retrieval systems
Data Science & AI grad who ships LLM systems end to end — retrieval, evaluation, backend, deployment. I like turning messy archives and messier data into things people can actually use.
- Location
- Amman, Jordan
- Degree
- PSUT — DS & AI, 2026
- Languages
- Arabic · English
I'm an AI engineer who'd rather ship the whole thing than hand off a notebook. Lately that's meant an agentic RAG platform over a 27k-file archive, a multilingual analysis pipeline that cut manual review ~70%, and leading a small team from model logic to product decisions.
I care about the unglamorous parts — retrieval that actually retrieves, evaluation you can trust, and deployments that survive real traffic. Give me a vague problem and a pile of data and I'm happy.
Selected work
02 — featuredWhere I've worked
Data Science & AI Intern · Mindset, Amman
Built a multilingual survey-analysis pipeline for Arabic (incl. dialectal) and English. Automated dedup, language-preserving embeddings, PCA and HDBSCAN clustering — cutting manual review time ~70%.
AI Intern · Mocion, UAE (Remote)
Proposed and led a 3-engineer project to predict player engagement and no-show risk. Shipped three predictive workflows for event viability, campaign targeting, and forecasting — then handed off model logic and findings to stakeholders.
Software Developer · Gravity Syria, Damascus (Remote)
Built a Flutter check-in & subscription system for a trampoline park — pricing tiers, expiry alerts, a lightweight inventory module, and an ops analytics dashboard.
Let's build
something.
Got a problem buried in data, or an LLM idea you want shipped for real? I'm around.